Dataset statistics
| Number of variables | 22 |
|---|---|
| Number of observations | 929 |
| Missing cells | 3830 |
| Missing cells (%) | 18.7% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 159.8 KiB |
| Average record size in memory | 176.1 B |
Variable types
| DateTime | 1 |
|---|---|
| Categorical | 3 |
| Numeric | 16 |
| Unsupported | 2 |
Latitude (deg.) has a high cardinality: 571 distinct values | High cardinality |
Longitude (deg.) has a high cardinality: 670 distinct values | High cardinality |
vy is highly correlated with Velocity (km/s) | High correlation |
vz is highly correlated with Lat | High correlation |
Total Radiated Energy (J) is highly correlated with Calculated Total Impact Energy (kt) | High correlation |
Calculated Total Impact Energy (kt) is highly correlated with Total Radiated Energy (J) | High correlation |
quarter is highly correlated with month | High correlation |
month is highly correlated with quarter | High correlation |
Lat is highly correlated with vz | High correlation |
Long is highly correlated with vx | High correlation |
Velocity (km/s) is highly correlated with vx and 1 other fields | High correlation |
vx is highly correlated with Velocity (km/s) and 1 other fields | High correlation |
Latitude (deg.) has 190 (20.5%) missing values | Missing |
Longitude (deg.) has 190 (20.5%) missing values | Missing |
Altitude (km) has 458 (49.3%) missing values | Missing |
Velocity (km/s) has 653 (70.3%) missing values | Missing |
vx has 653 (70.3%) missing values | Missing |
vy has 653 (70.3%) missing values | Missing |
vz has 653 (70.3%) missing values | Missing |
Lat has 190 (20.5%) missing values | Missing |
Long has 190 (20.5%) missing values | Missing |
Total Radiated Energy (J) is highly skewed (γ1 = 29.63127787) | Skewed |
Calculated Total Impact Energy (kt) is highly skewed (γ1 = 28.79922147) | Skewed |
Latitude (deg.) is uniformly distributed | Uniform |
Longitude (deg.) is uniformly distributed | Uniform |
Peak Brightness Date/Time (UT) has unique values | Unique |
date is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
time is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
hour has 33 (3.6%) zeros | Zeros |
minute has 18 (1.9%) zeros | Zeros |
second has 11 (1.2%) zeros | Zeros |
weekday has 117 (12.6%) zeros | Zeros |
Reproduction
| Analysis started | 2022-09-22 18:13:12.997477 |
|---|---|
| Analysis finished | 2022-09-22 18:14:03.587007 |
| Duration | 50.59 seconds |
| Software version | pandas-profiling v3.3.0 |
| Download configuration | config.json |
| Distinct | 929 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.4 KiB |
| Minimum | 1988-04-15 03:03:10 |
|---|---|
| Maximum | 2022-08-21 16:35:49 |
| Distinct | 571 |
|---|---|
| Distinct (%) | 77.3% |
| Missing | 190 |
| Missing (%) | 20.5% |
| Memory size | 7.4 KiB |
| 28.0N | 4 |
|---|---|
| 52.0S | 3 |
| 1.0N | 3 |
| 50.2S | 3 |
| 28.1N | 3 |
| Other values (566) |
Length
| Max length | 5 |
|---|---|
| Median length | 5 |
| Mean length | 4.801082544 |
| Min length | 3 |
Characters and Unicode
| Total characters | 3548 |
|---|---|
| Distinct characters | 13 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 433 ? |
|---|---|
| Unique (%) | 58.6% |
Sample
| 1st row | 6.3S |
|---|---|
| 2nd row | 35.0S |
| 3rd row | 6.0S |
| 4th row | 44.8S |
| 5th row | 40.5S |
Common Values
| Value | Count | Frequency (%) |
| 28.0N | 4 | 0.4% |
| 52.0S | 3 | 0.3% |
| 1.0N | 3 | 0.3% |
| 50.2S | 3 | 0.3% |
| 28.1N | 3 | 0.3% |
| 18.9N | 3 | 0.3% |
| 31.1S | 3 | 0.3% |
| 22.0N | 3 | 0.3% |
| 21.5S | 3 | 0.3% |
| 7.8N | 3 | 0.3% |
| Other values (561) | 708 | |
| (Missing) | 190 | 20.5% |
Length
| Value | Count | Frequency (%) |
| 28.0n | 4 | 0.5% |
| 3.2n | 3 | 0.4% |
| 52.0s | 3 | 0.4% |
| 4.1s | 3 | 0.4% |
| 14.0n | 3 | 0.4% |
| 24.4s | 3 | 0.4% |
| 3.2s | 3 | 0.4% |
| 46.9n | 3 | 0.4% |
| 52.8n | 3 | 0.4% |
| 41.8s | 3 | 0.4% |
| Other values (561) | 708 |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 737 | |
| S | 374 | |
| N | 365 | |
| 2 | 270 | 7.6% |
| 3 | 261 | 7.4% |
| 1 | 257 | 7.2% |
| 4 | 249 | 7.0% |
| 5 | 215 | 6.1% |
| 8 | 178 | 5.0% |
| 6 | 173 | 4.9% |
| Other values (3) | 469 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2072 | |
| Uppercase Letter | 739 | 20.8% |
| Other Punctuation | 737 | 20.8% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 270 | |
| 3 | 261 | |
| 1 | 257 | |
| 4 | 249 | |
| 5 | 215 | |
| 8 | 178 | |
| 6 | 173 | |
| 7 | 166 | |
| 0 | 164 | |
| 9 | 139 |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 374 | |
| N | 365 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 737 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2809 | |
| Latin | 739 | 20.8% |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| . | 737 | |
| 2 | 270 | 9.6% |
| 3 | 261 | 9.3% |
| 1 | 257 | 9.1% |
| 4 | 249 | 8.9% |
| 5 | 215 | 7.7% |
| 8 | 178 | 6.3% |
| 6 | 173 | 6.2% |
| 7 | 166 | 5.9% |
| 0 | 164 | 5.8% |
Latin
| Value | Count | Frequency (%) |
| S | 374 | |
| N | 365 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3548 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| . | 737 | |
| S | 374 | |
| N | 365 | |
| 2 | 270 | 7.6% |
| 3 | 261 | 7.4% |
| 1 | 257 | 7.2% |
| 4 | 249 | 7.0% |
| 5 | 215 | 6.1% |
| 8 | 178 | 5.0% |
| 6 | 173 | 4.9% |
| Other values (3) | 469 |
| Distinct | 670 |
|---|---|
| Distinct (%) | 90.7% |
| Missing | 190 |
| Missing (%) | 20.5% |
| Memory size | 7.4 KiB |
| 64.6W | 4 |
|---|---|
| 175.0E | 3 |
| 37.2W | 3 |
| 21.0E | 3 |
| 56.4E | 3 |
| Other values (665) |
Length
| Max length | 6 |
|---|---|
| Median length | 5 |
| Mean length | 5.381596752 |
| Min length | 3 |
Characters and Unicode
| Total characters | 3977 |
|---|---|
| Distinct characters | 13 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 607 ? |
|---|---|
| Unique (%) | 82.1% |
Sample
| 1st row | 51.5E |
|---|---|
| 2nd row | 78.4E |
| 3rd row | 86.9W |
| 4th row | 2.9W |
| 5th row | 76.6E |
Common Values
| Value | Count | Frequency (%) |
| 64.6W | 4 | 0.4% |
| 175.0E | 3 | 0.3% |
| 37.2W | 3 | 0.3% |
| 21.0E | 3 | 0.3% |
| 56.4E | 3 | 0.3% |
| 147.6W | 2 | 0.2% |
| 52.2W | 2 | 0.2% |
| 31.7W | 2 | 0.2% |
| 25.7E | 2 | 0.2% |
| 51.5E | 2 | 0.2% |
| Other values (660) | 713 | |
| (Missing) | 190 | 20.5% |
Length
| Value | Count | Frequency (%) |
| 64.6w | 4 | 0.5% |
| 37.2w | 3 | 0.4% |
| 21.0e | 3 | 0.4% |
| 56.4e | 3 | 0.4% |
| 175.0e | 3 | 0.4% |
| 18.8w | 2 | 0.3% |
| 175.3e | 2 | 0.3% |
| 53.1e | 2 | 0.3% |
| 6.5e | 2 | 0.3% |
| 174.4w | 2 | 0.3% |
| Other values (660) | 713 |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 738 | |
| 1 | 560 | |
| E | 378 | |
| W | 361 | |
| 6 | 243 | 6.1% |
| 7 | 241 | 6.1% |
| 5 | 230 | 5.8% |
| 4 | 229 | 5.8% |
| 3 | 226 | 5.7% |
| 2 | 223 | 5.6% |
| Other values (3) | 548 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2500 | |
| Uppercase Letter | 739 | 18.6% |
| Other Punctuation | 738 | 18.6% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 560 | |
| 6 | 243 | |
| 7 | 241 | |
| 5 | 230 | |
| 4 | 229 | |
| 3 | 226 | |
| 2 | 223 | 8.9% |
| 9 | 191 | 7.6% |
| 0 | 188 | 7.5% |
| 8 | 169 | 6.8% |
Uppercase Letter
| Value | Count | Frequency (%) |
| E | 378 | |
| W | 361 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 738 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3238 | |
| Latin | 739 | 18.6% |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| . | 738 | |
| 1 | 560 | |
| 6 | 243 | 7.5% |
| 7 | 241 | 7.4% |
| 5 | 230 | 7.1% |
| 4 | 229 | 7.1% |
| 3 | 226 | 7.0% |
| 2 | 223 | 6.9% |
| 9 | 191 | 5.9% |
| 0 | 188 | 5.8% |
Latin
| Value | Count | Frequency (%) |
| E | 378 | |
| W | 361 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3977 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| . | 738 | |
| 1 | 560 | |
| E | 378 | |
| W | 361 | |
| 6 | 243 | 6.1% |
| 7 | 241 | 6.1% |
| 5 | 230 | 5.8% |
| 4 | 229 | 5.8% |
| 3 | 226 | 5.7% |
| 2 | 223 | 5.6% |
| Other values (3) | 548 |
| Distinct | 173 |
|---|---|
| Distinct (%) | 36.7% |
| Missing | 458 |
| Missing (%) | 49.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 36.12908705 |
| Minimum | 14.5 |
|---|---|
| Maximum | 74 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.4 KiB |
Quantile statistics
| Minimum | 14.5 |
|---|---|
| 5-th percentile | 22.2 |
| Q1 | 29.5 |
| median | 34.8 |
| Q3 | 40.7 |
| 95-th percentile | 59.1 |
| Maximum | 74 |
| Range | 59.5 |
| Interquartile range (IQR) | 11.2 |
Descriptive statistics
| Standard deviation | 10.45789242 |
|---|---|
| Coefficient of variation (CV) | 0.2894590833 |
| Kurtosis | 1.620836554 |
| Mean | 36.12908705 |
| Median Absolute Deviation (MAD) | 5.5 |
| Skewness | 1.125621539 |
| Sum | 17016.8 |
| Variance | 109.3675138 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 37 | 34 | 3.7% |
| 33.3 | 15 | 1.6% |
| 31.5 | 14 | 1.5% |
| 40.7 | 11 | 1.2% |
| 35.2 | 11 | 1.2% |
| 29.6 | 10 | 1.1% |
| 38 | 10 | 1.1% |
| 26 | 10 | 1.1% |
| 32.4 | 9 | 1.0% |
| 32 | 8 | 0.9% |
| Other values (163) | 339 | |
| (Missing) | 458 |
| Value | Count | Frequency (%) |
| 14.5 | 1 | 0.1% |
| 15.2 | 1 | 0.1% |
| 16.7 | 1 | 0.1% |
| 17 | 1 | 0.1% |
| 18.7 | 1 | 0.1% |
| 19 | 1 | 0.1% |
| 19.1 | 2 | |
| 19.5 | 1 | 0.1% |
| 20 | 4 | |
| 20.4 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 74 | 2 | |
| 72 | 1 | |
| 71 | 1 | |
| 70 | 1 | |
| 69 | 1 | |
| 68.5 | 1 | |
| 66.6 | 1 | |
| 66 | 2 | |
| 65 | 1 | |
| 64.5 | 1 |
| Distinct | 138 |
|---|---|
| Distinct (%) | 50.0% |
| Missing | 653 |
| Missing (%) | 70.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 17.86268116 |
| Minimum | 9.8 |
|---|---|
| Maximum | 49 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.4 KiB |
Quantile statistics
| Minimum | 9.8 |
|---|---|
| 5-th percentile | 11.675 |
| Q1 | 14.1 |
| median | 16.85 |
| Q3 | 19.925 |
| 95-th percentile | 28.825 |
| Maximum | 49 |
| Range | 39.2 |
| Interquartile range (IQR) | 5.825 |
Descriptive statistics
| Standard deviation | 5.614547862 |
|---|---|
| Coefficient of variation (CV) | 0.3143171964 |
| Kurtosis | 6.127713005 |
| Mean | 17.86268116 |
| Median Absolute Deviation (MAD) | 2.95 |
| Skewness | 1.952971679 |
| Sum | 4930.1 |
| Variance | 31.52314769 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 15.2 | 6 | 0.6% |
| 16.9 | 6 | 0.6% |
| 15.9 | 5 | 0.5% |
| 12.9 | 5 | 0.5% |
| 14.9 | 5 | 0.5% |
| 18.1 | 5 | 0.5% |
| 13.6 | 5 | 0.5% |
| 12.2 | 5 | 0.5% |
| 14.1 | 5 | 0.5% |
| 19.2 | 4 | 0.4% |
| Other values (128) | 225 | 24.2% |
| (Missing) | 653 |
| Value | Count | Frequency (%) |
| 9.8 | 1 | 0.1% |
| 10.9 | 1 | 0.1% |
| 11.1 | 2 | |
| 11.2 | 1 | 0.1% |
| 11.3 | 1 | 0.1% |
| 11.4 | 2 | |
| 11.5 | 3 | |
| 11.6 | 3 | |
| 11.7 | 2 | |
| 11.8 | 3 |
| Value | Count | Frequency (%) |
| 49 | 1 | |
| 44.8 | 1 | |
| 42.3 | 1 | |
| 36.5 | 1 | |
| 35.7 | 1 | |
| 32.1 | 1 | |
| 31.9 | 1 | |
| 31.7 | 1 | |
| 31.4 | 1 | |
| 30.2 | 1 |
| Distinct | 205 |
|---|---|
| Distinct (%) | 74.3% |
| Missing | 653 |
| Missing (%) | 70.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.1731884058 |
| Minimum | -35.4 |
|---|---|
| Maximum | 27.8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 141 |
| Negative (%) | 15.2% |
| Memory size | 7.4 KiB |
Quantile statistics
| Minimum | -35.4 |
|---|---|
| 5-th percentile | -16.725 |
| Q1 | -8.5 |
| median | -0.85 |
| Q3 | 8.425 |
| 95-th percentile | 17.7 |
| Maximum | 27.8 |
| Range | 63.2 |
| Interquartile range (IQR) | 16.925 |
Descriptive statistics
| Standard deviation | 10.91147213 |
|---|---|
| Coefficient of variation (CV) | -63.00347923 |
| Kurtosis | -0.2296358398 |
| Mean | -0.1731884058 |
| Median Absolute Deviation (MAD) | 8.25 |
| Skewness | -0.09174214764 |
| Sum | -47.8 |
| Variance | 119.060224 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -10 | 5 | 0.5% |
| -8.9 | 3 | 0.3% |
| 9.6 | 3 | 0.3% |
| 9.8 | 3 | 0.3% |
| 10.3 | 3 | 0.3% |
| 0.2 | 3 | 0.3% |
| 1.5 | 3 | 0.3% |
| -15.3 | 3 | 0.3% |
| -2.4 | 3 | 0.3% |
| -2.5 | 3 | 0.3% |
| Other values (195) | 244 | 26.3% |
| (Missing) | 653 |
| Value | Count | Frequency (%) |
| -35.4 | 1 | |
| -29.1 | 1 | |
| -28.2 | 1 | |
| -27.8 | 1 | |
| -22.8 | 1 | |
| -22.4 | 1 | |
| -19.3 | 1 | |
| -18.9 | 1 | |
| -18.6 | 1 | |
| -18.2 | 1 |
| Value | Count | Frequency (%) |
| 27.8 | 1 | |
| 25.2 | 1 | |
| 23.1 | 1 | |
| 21.5 | 1 | |
| 21.3 | 1 | |
| 20.4 | 1 | |
| 20.2 | 1 | |
| 19.2 | 1 | |
| 19.1 | 1 | |
| 18.6 | 2 |
| Distinct | 204 |
|---|---|
| Distinct (%) | 73.9% |
| Missing | 653 |
| Missing (%) | 70.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -1.969927536 |
| Minimum | -43.5 |
|---|---|
| Maximum | 31.2 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 161 |
| Negative (%) | 17.3% |
| Memory size | 7.4 KiB |
Quantile statistics
| Minimum | -43.5 |
|---|---|
| 5-th percentile | -16.7 |
| Q1 | -9.925 |
| median | -2.75 |
| Q3 | 5.55 |
| 95-th percentile | 15.525 |
| Maximum | 31.2 |
| Range | 74.7 |
| Interquartile range (IQR) | 15.475 |
Descriptive statistics
| Standard deviation | 11.07963577 |
|---|---|
| Coefficient of variation (CV) | -5.624387478 |
| Kurtosis | 0.445109557 |
| Mean | -1.969927536 |
| Median Absolute Deviation (MAD) | 7.9 |
| Skewness | -5.323669932 × 10-5 |
| Sum | -543.7 |
| Variance | 122.7583287 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -12.1 | 4 | 0.4% |
| 2.2 | 4 | 0.4% |
| 2 | 3 | 0.3% |
| -2.5 | 3 | 0.3% |
| -5.8 | 3 | 0.3% |
| -9 | 3 | 0.3% |
| 5.3 | 3 | 0.3% |
| -3.3 | 3 | 0.3% |
| 6 | 3 | 0.3% |
| 8.1 | 2 | 0.2% |
| Other values (194) | 245 | 26.4% |
| (Missing) | 653 |
| Value | Count | Frequency (%) |
| -43.5 | 1 | |
| -40.4 | 1 | |
| -24.4 | 1 | |
| -23.7 | 1 | |
| -23.5 | 1 | |
| -23.2 | 1 | |
| -22.7 | 1 | |
| -21.7 | 1 | |
| -19.6 | 1 | |
| -18.3 | 2 |
| Value | Count | Frequency (%) |
| 31.2 | 1 | |
| 25.8 | 1 | |
| 25.3 | 1 | |
| 23.5 | 1 | |
| 23.4 | 1 | |
| 18 | 1 | |
| 17.7 | 1 | |
| 17.3 | 1 | |
| 17 | 1 | |
| 16.8 | 1 |
| Distinct | 200 |
|---|---|
| Distinct (%) | 72.5% |
| Missing | 653 |
| Missing (%) | 70.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.9047101449 |
| Minimum | -31.2 |
|---|---|
| Maximum | 27 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 138 |
| Negative (%) | 14.9% |
| Memory size | 7.4 KiB |
Quantile statistics
| Minimum | -31.2 |
|---|---|
| 5-th percentile | -17.55 |
| Q1 | -9.2 |
| median | 0 |
| Q3 | 6.625 |
| 95-th percentile | 16.125 |
| Maximum | 27 |
| Range | 58.2 |
| Interquartile range (IQR) | 15.825 |
Descriptive statistics
| Standard deviation | 10.46033615 |
|---|---|
| Coefficient of variation (CV) | -11.56208561 |
| Kurtosis | -0.2324554032 |
| Mean | -0.9047101449 |
| Median Absolute Deviation (MAD) | 7.9 |
| Skewness | -0.1155471762 |
| Sum | -249.7 |
| Variance | 109.4186323 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2.5 | 4 | 0.4% |
| -10.3 | 3 | 0.3% |
| 4.6 | 3 | 0.3% |
| 1.4 | 3 | 0.3% |
| 1.7 | 3 | 0.3% |
| -10.5 | 3 | 0.3% |
| 9.7 | 3 | 0.3% |
| -5.5 | 3 | 0.3% |
| 3.2 | 3 | 0.3% |
| 8.8 | 3 | 0.3% |
| Other values (190) | 245 | 26.4% |
| (Missing) | 653 |
| Value | Count | Frequency (%) |
| -31.2 | 1 | |
| -28.7 | 1 | |
| -27.7 | 1 | |
| -26 | 1 | |
| -23.9 | 1 | |
| -22.8 | 1 | |
| -20.9 | 1 | |
| -20.8 | 1 | |
| -20.2 | 1 | |
| -19.6 | 1 |
| Value | Count | Frequency (%) |
| 27 | 1 | |
| 23.9 | 1 | |
| 23.7 | 1 | |
| 22 | 1 | |
| 19.2 | 1 | |
| 19 | 1 | |
| 18.8 | 1 | |
| 18.6 | 1 | |
| 17.8 | 1 | |
| 17.5 | 1 |
| Distinct | 308 |
|---|---|
| Distinct (%) | 33.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.597491927 × 1011 |
| Minimum | 2 × 1010 |
|---|---|
| Maximum | 3.75 × 1014 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.4 KiB |
Quantile statistics
| Minimum | 2 × 1010 |
|---|---|
| 5-th percentile | 2.1 × 1010 |
| Q1 | 3.2 × 1010 |
| median | 6.4 × 1010 |
| Q3 | 1.46 × 1011 |
| 95-th percentile | 1.038 × 1012 |
| Maximum | 3.75 × 1014 |
| Range | 3.7498 × 1014 |
| Interquartile range (IQR) | 1.14 × 1011 |
Descriptive statistics
| Standard deviation | 1.241189707 × 1013 |
|---|---|
| Coefficient of variation (CV) | 16.33683483 |
| Kurtosis | 893.4633855 |
| Mean | 7.597491927 × 1011 |
| Median Absolute Deviation (MAD) | 3.8 × 1010 |
| Skewness | 29.63127787 |
| Sum | 7.05807 × 1014 |
| Variance | 1.540551889 × 1026 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 × 1010 | 31 | 3.3% |
| 2.1 × 1010 | 26 | 2.8% |
| 2.7 × 1010 | 24 | 2.6% |
| 2.2 × 1010 | 23 | 2.5% |
| 2.5 × 1010 | 19 | 2.0% |
| 3 × 1010 | 19 | 2.0% |
| 2.3 × 1010 | 18 | 1.9% |
| 3.2 × 1010 | 17 | 1.8% |
| 2.8 × 1010 | 16 | 1.7% |
| 3.8 × 1010 | 15 | 1.6% |
| Other values (298) | 721 |
| Value | Count | Frequency (%) |
| 2 × 1010 | 31 | |
| 2.1 × 1010 | 26 | |
| 2.2 × 1010 | 23 | |
| 2.3 × 1010 | 18 | |
| 2.4 × 1010 | 15 | |
| 2.5 × 1010 | 19 | |
| 2.6 × 1010 | 12 | 1.3% |
| 2.7 × 1010 | 24 | |
| 2.8 × 1010 | 16 | |
| 2.9 × 1010 | 12 | 1.3% |
| Value | Count | Frequency (%) |
| 3.75 × 1014 | 1 | |
| 3.13 × 1013 | 1 | |
| 2 × 1013 | 2 | |
| 1.82 × 1013 | 1 | |
| 1.04 × 1013 | 1 | |
| 1 × 1013 | 1 | |
| 7.58 × 1012 | 1 | |
| 7.56 × 1012 | 1 | |
| 7.41 × 1012 | 1 | |
| 7.26 × 1012 | 1 |
| Distinct | 140 |
|---|---|
| Distinct (%) | 15.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.234397201 |
| Minimum | 0.073 |
|---|---|
| Maximum | 440 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.4 KiB |
Quantile statistics
| Minimum | 0.073 |
|---|---|
| 5-th percentile | 0.076 |
| Q1 | 0.11 |
| median | 0.2 |
| Q3 | 0.42 |
| 95-th percentile | 2.4 |
| Maximum | 440 |
| Range | 439.927 |
| Interquartile range (IQR) | 0.31 |
Descriptive statistics
| Standard deviation | 14.69863174 |
|---|---|
| Coefficient of variation (CV) | 11.90753813 |
| Kurtosis | 858.3391682 |
| Mean | 1.234397201 |
| Median Absolute Deviation (MAD) | 0.108 |
| Skewness | 28.79922147 |
| Sum | 1146.755 |
| Variance | 216.0497752 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.11 | 41 | 4.4% |
| 0.13 | 37 | 4.0% |
| 0.12 | 33 | 3.6% |
| 0.1 | 32 | 3.4% |
| 0.073 | 31 | 3.3% |
| 0.14 | 29 | 3.1% |
| 0.16 | 26 | 2.8% |
| 0.076 | 26 | 2.8% |
| 0.095 | 24 | 2.6% |
| 0.079 | 23 | 2.5% |
| Other values (130) | 627 |
| Value | Count | Frequency (%) |
| 0.073 | 31 | |
| 0.076 | 26 | |
| 0.079 | 23 | |
| 0.082 | 18 | |
| 0.086 | 15 | |
| 0.089 | 19 | |
| 0.092 | 12 | 1.3% |
| 0.095 | 24 | |
| 0.098 | 16 | |
| 0.1 | 32 |
| Value | Count | Frequency (%) |
| 440 | 1 | 0.1% |
| 49 | 1 | 0.1% |
| 33 | 2 | |
| 30 | 1 | 0.1% |
| 18 | 2 | |
| 14 | 3 | |
| 13 | 2 | |
| 10 | 1 | 0.1% |
| 9.8 | 1 | 0.1% |
| 9.5 | 1 | 0.1% |
year
Real number (ℝ≥0)
| Distinct | 33 |
|---|---|
| Distinct (%) | 3.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2009.006459 |
| Minimum | 1988 |
|---|---|
| Maximum | 2022 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.4 KiB |
Quantile statistics
| Minimum | 1988 |
|---|---|
| 5-th percentile | 1996 |
| Q1 | 2003 |
| median | 2009 |
| Q3 | 2016 |
| 95-th percentile | 2021 |
| Maximum | 2022 |
| Range | 34 |
| Interquartile range (IQR) | 13 |
Descriptive statistics
| Standard deviation | 8.049547619 |
|---|---|
| Coefficient of variation (CV) | 0.004006730583 |
| Kurtosis | -1.072998846 |
| Mean | 2009.006459 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | -0.1300580841 |
| Sum | 1866367 |
| Variance | 64.79521686 |
| Monotonicity | Decreasing |
| Value | Count | Frequency (%) |
| 2015 | 45 | 4.8% |
| 2005 | 45 | 4.8% |
| 2019 | 42 | 4.5% |
| 2020 | 41 | 4.4% |
| 2018 | 39 | 4.2% |
| 2004 | 39 | 4.2% |
| 2006 | 37 | 4.0% |
| 2008 | 37 | 4.0% |
| 2000 | 37 | 4.0% |
| 2012 | 37 | 4.0% |
| Other values (23) | 530 |
| Value | Count | Frequency (%) |
| 1988 | 1 | 0.1% |
| 1990 | 1 | 0.1% |
| 1991 | 1 | 0.1% |
| 1993 | 2 | 0.2% |
| 1994 | 13 | 1.4% |
| 1995 | 21 | |
| 1996 | 33 | |
| 1997 | 21 | |
| 1998 | 13 | 1.4% |
| 1999 | 30 |
| Value | Count | Frequency (%) |
| 2022 | 31 | |
| 2021 | 32 | |
| 2020 | 41 | |
| 2019 | 42 | |
| 2018 | 39 | |
| 2017 | 29 | |
| 2016 | 33 | |
| 2015 | 45 | |
| 2014 | 33 | |
| 2013 | 24 |
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.4 KiB |
| 4 | |
|---|---|
| 1 | |
| 2 | |
| 3 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 929 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 3 |
|---|---|
| 2nd row | 3 |
| 3rd row | 3 |
| 4th row | 3 |
| 5th row | 3 |
Common Values
| Value | Count | Frequency (%) |
| 4 | 242 | |
| 1 | 241 | |
| 2 | 229 | |
| 3 | 217 |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 4 | 242 | |
| 1 | 241 | |
| 2 | 229 | |
| 3 | 217 |
Most occurring characters
| Value | Count | Frequency (%) |
| 4 | 242 | |
| 1 | 241 | |
| 2 | 229 | |
| 3 | 217 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 929 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 4 | 242 | |
| 1 | 241 | |
| 2 | 229 | |
| 3 | 217 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 929 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 4 | 242 | |
| 1 | 241 | |
| 2 | 229 | |
| 3 | 217 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 929 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 4 | 242 | |
| 1 | 241 | |
| 2 | 229 | |
| 3 | 217 |
| Distinct | 12 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.443487621 |
| Minimum | 1 |
|---|---|
| Maximum | 12 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.4 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 6 |
| Q3 | 10 |
| 95-th percentile | 12 |
| Maximum | 12 |
| Range | 11 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 3.493726382 |
|---|---|
| Coefficient of variation (CV) | 0.5422104592 |
| Kurtosis | -1.255475866 |
| Mean | 6.443487621 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 0.02026977513 |
| Sum | 5986 |
| Variance | 12.20612403 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10 | 87 | |
| 4 | 82 | |
| 1 | 82 | |
| 2 | 81 | |
| 11 | 80 | |
| 7 | 79 | |
| 3 | 78 | |
| 5 | 76 | |
| 12 | 75 | |
| 8 | 71 | |
| Other values (2) | 138 |
| Value | Count | Frequency (%) |
| 1 | 82 | |
| 2 | 81 | |
| 3 | 78 | |
| 4 | 82 | |
| 5 | 76 | |
| 6 | 71 | |
| 7 | 79 | |
| 8 | 71 | |
| 9 | 67 | |
| 10 | 87 |
| Value | Count | Frequency (%) |
| 12 | 75 | |
| 11 | 80 | |
| 10 | 87 | |
| 9 | 67 | |
| 8 | 71 | |
| 7 | 79 | |
| 6 | 71 | |
| 5 | 76 | |
| 4 | 82 | |
| 3 | 78 |
day
Real number (ℝ≥0)
| Distinct | 31 |
|---|---|
| Distinct (%) | 3.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.60279871 |
| Minimum | 1 |
|---|---|
| Maximum | 31 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.4 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 8 |
| median | 16 |
| Q3 | 23 |
| 95-th percentile | 29 |
| Maximum | 31 |
| Range | 30 |
| Interquartile range (IQR) | 15 |
Descriptive statistics
| Standard deviation | 8.789101838 |
|---|---|
| Coefficient of variation (CV) | 0.563302905 |
| Kurtosis | -1.195043125 |
| Mean | 15.60279871 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 0.01785747633 |
| Sum | 14495 |
| Variance | 77.24831112 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 18 | 43 | 4.6% |
| 9 | 40 | 4.3% |
| 22 | 39 | 4.2% |
| 15 | 37 | 4.0% |
| 7 | 37 | 4.0% |
| 4 | 35 | 3.8% |
| 12 | 35 | 3.8% |
| 21 | 34 | 3.7% |
| 28 | 34 | 3.7% |
| 27 | 34 | 3.7% |
| Other values (21) | 561 |
| Value | Count | Frequency (%) |
| 1 | 31 | |
| 2 | 32 | |
| 3 | 30 | |
| 4 | 35 | |
| 5 | 22 | |
| 6 | 33 | |
| 7 | 37 | |
| 8 | 29 | |
| 9 | 40 | |
| 10 | 23 |
| Value | Count | Frequency (%) |
| 31 | 16 | |
| 30 | 27 | |
| 29 | 25 | |
| 28 | 34 | |
| 27 | 34 | |
| 26 | 29 | |
| 25 | 28 | |
| 24 | 25 | |
| 23 | 27 | |
| 22 | 39 |
| Distinct | 24 |
|---|---|
| Distinct (%) | 2.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.26264801 |
| Minimum | 0 |
|---|---|
| Maximum | 23 |
| Zeros | 33 |
| Zeros (%) | 3.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 5 |
| median | 11 |
| Q3 | 17 |
| 95-th percentile | 22 |
| Maximum | 23 |
| Range | 23 |
| Interquartile range (IQR) | 12 |
Descriptive statistics
| Standard deviation | 6.861618159 |
|---|---|
| Coefficient of variation (CV) | 0.6092366692 |
| Kurtosis | -1.186079666 |
| Mean | 11.26264801 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 0.04797692972 |
| Sum | 10463 |
| Variance | 47.08180376 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 12 | 47 | 5.1% |
| 13 | 46 | 5.0% |
| 17 | 46 | 5.0% |
| 11 | 45 | 4.8% |
| 4 | 45 | 4.8% |
| 3 | 44 | 4.7% |
| 1 | 44 | 4.7% |
| 22 | 43 | 4.6% |
| 6 | 42 | 4.5% |
| 7 | 41 | 4.4% |
| Other values (14) | 486 |
| Value | Count | Frequency (%) |
| 0 | 33 | |
| 1 | 44 | |
| 2 | 41 | |
| 3 | 44 | |
| 4 | 45 | |
| 5 | 33 | |
| 6 | 42 | |
| 7 | 41 | |
| 8 | 32 | |
| 9 | 37 |
| Value | Count | Frequency (%) |
| 23 | 31 | |
| 22 | 43 | |
| 21 | 38 | |
| 20 | 40 | |
| 19 | 29 | |
| 18 | 28 | |
| 17 | 46 | |
| 16 | 39 | |
| 15 | 35 | |
| 14 | 33 |
| Distinct | 60 |
|---|---|
| Distinct (%) | 6.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 28.82992465 |
| Minimum | 0 |
|---|---|
| Maximum | 59 |
| Zeros | 18 |
| Zeros (%) | 1.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 14 |
| median | 29 |
| Q3 | 44 |
| 95-th percentile | 55.6 |
| Maximum | 59 |
| Range | 59 |
| Interquartile range (IQR) | 30 |
Descriptive statistics
| Standard deviation | 17.096239 |
|---|---|
| Coefficient of variation (CV) | 0.5930032496 |
| Kurtosis | -1.183500086 |
| Mean | 28.82992465 |
| Median Absolute Deviation (MAD) | 15 |
| Skewness | 0.004383867206 |
| Sum | 26783 |
| Variance | 292.281388 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 16 | 26 | 2.8% |
| 51 | 23 | 2.5% |
| 30 | 23 | 2.5% |
| 38 | 22 | 2.4% |
| 19 | 22 | 2.4% |
| 6 | 21 | 2.3% |
| 40 | 20 | 2.2% |
| 2 | 20 | 2.2% |
| 24 | 19 | 2.0% |
| 31 | 19 | 2.0% |
| Other values (50) | 714 |
| Value | Count | Frequency (%) |
| 0 | 18 | |
| 1 | 15 | |
| 2 | 20 | |
| 3 | 17 | |
| 4 | 12 | |
| 5 | 14 | |
| 6 | 21 | |
| 7 | 19 | |
| 8 | 18 | |
| 9 | 8 | 0.9% |
| Value | Count | Frequency (%) |
| 59 | 13 | |
| 58 | 9 | 1.0% |
| 57 | 14 | |
| 56 | 11 | |
| 55 | 16 | |
| 54 | 14 | |
| 53 | 12 | |
| 52 | 9 | 1.0% |
| 51 | 23 | |
| 50 | 19 |
| Distinct | 60 |
|---|---|
| Distinct (%) | 6.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 30.82561895 |
| Minimum | 0 |
|---|---|
| Maximum | 59 |
| Zeros | 11 |
| Zeros (%) | 1.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 16 |
| median | 32 |
| Q3 | 46 |
| 95-th percentile | 57 |
| Maximum | 59 |
| Range | 59 |
| Interquartile range (IQR) | 30 |
Descriptive statistics
| Standard deviation | 17.3042547 |
|---|---|
| Coefficient of variation (CV) | 0.5613595216 |
| Kurtosis | -1.185251252 |
| Mean | 30.82561895 |
| Median Absolute Deviation (MAD) | 15 |
| Skewness | -0.09144824317 |
| Sum | 28637 |
| Variance | 299.4372309 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 28 | 25 | 2.7% |
| 38 | 24 | 2.6% |
| 41 | 23 | 2.5% |
| 59 | 22 | 2.4% |
| 45 | 20 | 2.2% |
| 55 | 20 | 2.2% |
| 52 | 19 | 2.0% |
| 51 | 19 | 2.0% |
| 53 | 19 | 2.0% |
| 32 | 19 | 2.0% |
| Other values (50) | 719 |
| Value | Count | Frequency (%) |
| 0 | 11 | |
| 1 | 17 | |
| 2 | 13 | |
| 3 | 14 | |
| 4 | 13 | |
| 5 | 13 | |
| 6 | 16 | |
| 7 | 16 | |
| 8 | 10 | |
| 9 | 15 |
| Value | Count | Frequency (%) |
| 59 | 22 | |
| 58 | 17 | |
| 57 | 15 | |
| 56 | 15 | |
| 55 | 20 | |
| 54 | 12 | |
| 53 | 19 | |
| 52 | 19 | |
| 51 | 19 | |
| 50 | 15 |
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.952637244 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 117 |
| Zeros (%) | 12.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 3 |
| Q3 | 5 |
| 95-th percentile | 6 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 1.939804258 |
|---|---|
| Coefficient of variation (CV) | 0.6569734435 |
| Kurtosis | -1.191439994 |
| Mean | 2.952637244 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.04560684658 |
| Sum | 2743 |
| Variance | 3.762840559 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 152 | |
| 3 | 143 | |
| 4 | 142 | |
| 2 | 133 | |
| 5 | 124 | |
| 6 | 118 | |
| 0 | 117 |
| Value | Count | Frequency (%) |
| 0 | 117 | |
| 1 | 152 | |
| 2 | 133 | |
| 3 | 143 | |
| 4 | 142 | |
| 5 | 124 | |
| 6 | 118 |
| Value | Count | Frequency (%) |
| 6 | 118 | |
| 5 | 124 | |
| 4 | 142 | |
| 3 | 143 | |
| 2 | 133 | |
| 1 | 152 | |
| 0 | 117 |
| Distinct | 570 |
|---|---|
| Distinct (%) | 77.1% |
| Missing | 190 |
| Missing (%) | 20.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -1.180784844 |
| Minimum | -85 |
|---|---|
| Maximum | 88.5 |
| Zeros | 1 |
| Zeros (%) | 0.1% |
| Negative | 374 |
| Negative (%) | 40.3% |
| Memory size | 7.4 KiB |
Quantile statistics
| Minimum | -85 |
|---|---|
| 5-th percentile | -62.9 |
| Q1 | -31 |
| median | -1.2 |
| Q3 | 28.35 |
| 95-th percentile | 58.07 |
| Maximum | 88.5 |
| Range | 173.5 |
| Interquartile range (IQR) | 59.35 |
Descriptive statistics
| Standard deviation | 37.56220436 |
|---|---|
| Coefficient of variation (CV) | -31.81121823 |
| Kurtosis | -0.8044789951 |
| Mean | -1.180784844 |
| Median Absolute Deviation (MAD) | 29.8 |
| Skewness | 0.01816008652 |
| Sum | -872.6 |
| Variance | 1410.919197 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 28 | 4 | 0.4% |
| 18.9 | 3 | 0.3% |
| 46.9 | 3 | 0.3% |
| -50.2 | 3 | 0.3% |
| -24.4 | 3 | 0.3% |
| -44 | 3 | 0.3% |
| 21.9 | 3 | 0.3% |
| -31.1 | 3 | 0.3% |
| -41.8 | 3 | 0.3% |
| -21.5 | 3 | 0.3% |
| Other values (560) | 708 | |
| (Missing) | 190 | 20.5% |
| Value | Count | Frequency (%) |
| -85 | 1 | |
| -83.7 | 1 | |
| -81.1 | 1 | |
| -79.8 | 1 | |
| -78.3 | 2 | |
| -75.8 | 1 | |
| -75.4 | 1 | |
| -72.5 | 1 | |
| -71.7 | 1 | |
| -71.5 | 1 |
| Value | Count | Frequency (%) |
| 88.5 | 1 | |
| 86.7 | 1 | |
| 82.5 | 1 | |
| 82.3 | 1 | |
| 80 | 1 | |
| 78.7 | 1 | |
| 76.9 | 1 | |
| 76.7 | 1 | |
| 76.6 | 1 | |
| 76 | 1 |
| Distinct | 670 |
|---|---|
| Distinct (%) | 90.7% |
| Missing | 190 |
| Missing (%) | 20.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.348173207 |
| Minimum | -179.7 |
|---|---|
| Maximum | 180 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 361 |
| Negative (%) | 38.9% |
| Memory size | 7.4 KiB |
Quantile statistics
| Minimum | -179.7 |
|---|---|
| 5-th percentile | -163.03 |
| Q1 | -83.95 |
| median | 3.6 |
| Q3 | 95.05 |
| 95-th percentile | 162.02 |
| Maximum | 180 |
| Range | 359.7 |
| Interquartile range (IQR) | 179 |
Descriptive statistics
| Standard deviation | 103.9659935 |
|---|---|
| Coefficient of variation (CV) | 31.0515577 |
| Kurtosis | -1.177457618 |
| Mean | 3.348173207 |
| Median Absolute Deviation (MAD) | 89.7 |
| Skewness | -0.0576328173 |
| Sum | 2474.3 |
| Variance | 10808.92781 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -64.6 | 4 | 0.4% |
| 175 | 3 | 0.3% |
| -37.2 | 3 | 0.3% |
| 21 | 3 | 0.3% |
| 56.4 | 3 | 0.3% |
| -147.6 | 2 | 0.2% |
| -52.2 | 2 | 0.2% |
| -31.7 | 2 | 0.2% |
| 25.7 | 2 | 0.2% |
| 51.5 | 2 | 0.2% |
| Other values (660) | 713 | |
| (Missing) | 190 | 20.5% |
| Value | Count | Frequency (%) |
| -179.7 | 1 | |
| -179.3 | 1 | |
| -178.5 | 1 | |
| -178.3 | 1 | |
| -178.1 | 1 | |
| -176.9 | 1 | |
| -176.2 | 1 | |
| -176 | 1 | |
| -175.9 | 1 | |
| -175.8 | 1 |
| Value | Count | Frequency (%) |
| 180 | 1 | 0.1% |
| 179.7 | 1 | 0.1% |
| 178.5 | 1 | 0.1% |
| 177.6 | 1 | 0.1% |
| 175.8 | 1 | 0.1% |
| 175.5 | 1 | 0.1% |
| 175.3 | 2 | |
| 175 | 3 | |
| 174.9 | 1 | 0.1% |
| 174.4 | 1 | 0.1% |
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| Peak Brightness Date/Time (UT) | Latitude (deg.) | Longitude (deg.) | Altitude (km) | Velocity (km/s) | vx | vy | vz | Total Radiated Energy (J) | Calculated Total Impact Energy (kt) | date | year | quarter | month | day | time | hour | minute | second | weekday | Lat | Long | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2022-08-21 16:35:49 | 6.3S | 51.5E | 37.0 | NaN | NaN | NaN | NaN | 2.100000e+10 | 0.076 | 2022-08-21 | 2022 | 3 | 8 | 21 | 16:35:49 | 16 | 35 | 49 | 6 | -6.3 | 51.5 |
| 1 | 2022-08-14 07:39:18 | 35.0S | 78.4E | 55.5 | NaN | NaN | NaN | NaN | 4.680000e+11 | 1.200 | 2022-08-14 | 2022 | 3 | 8 | 14 | 07:39:18 | 7 | 39 | 18 | 6 | -35.0 | 78.4 |
| 2 | 2022-07-28 01:36:08 | 6.0S | 86.9W | 37.5 | 29.9 | -17.1 | 23.5 | -7.2 | 2.510000e+11 | 0.680 | 2022-07-28 | 2022 | 3 | 7 | 28 | 01:36:08 | 1 | 36 | 8 | 3 | -6.0 | -86.9 |
| 3 | 2022-07-27 04:41:30 | 44.8S | 2.9W | 38.1 | 19.8 | -6.1 | 17.7 | 6.5 | 5.240000e+11 | 1.300 | 2022-07-27 | 2022 | 3 | 7 | 27 | 04:41:30 | 4 | 41 | 30 | 2 | -44.8 | -2.9 |
| 4 | 2022-07-25 07:28:17 | 40.5S | 76.6E | 33.6 | 15.2 | -2.1 | -2.2 | 14.9 | 8.700000e+10 | 0.270 | 2022-07-25 | 2022 | 3 | 7 | 25 | 07:28:17 | 7 | 28 | 17 | 0 | -40.5 | 76.6 |
| 5 | 2022-07-22 00:16:19 | 23.3S | 20.5W | 32.7 | 17.4 | -7.1 | 15.5 | -3.3 | 6.000000e+10 | 0.190 | 2022-07-22 | 2022 | 3 | 7 | 22 | 00:16:19 | 0 | 16 | 19 | 4 | -23.3 | -20.5 |
| 6 | 2022-07-20 10:56:53 | 43.0S | 59.6W | 32.2 | 16.0 | -0.9 | 15.6 | -3.6 | 8.600000e+10 | 0.270 | 2022-07-20 | 2022 | 3 | 7 | 20 | 10:56:53 | 10 | 56 | 53 | 2 | -43.0 | -59.6 |
| 7 | 2022-07-08 01:36:37 | 21.3N | 130.1E | 22.0 | 20.2 | 17.9 | -4.1 | -8.3 | 2.700000e+10 | 0.095 | 2022-07-08 | 2022 | 3 | 7 | 8 | 01:36:37 | 1 | 36 | 37 | 4 | 21.3 | 130.1 |
| 8 | 2022-07-07 01:49:26 | 41.7S | 175.0E | 35.0 | NaN | NaN | NaN | NaN | 7.340000e+11 | 1.800 | 2022-07-07 | 2022 | 3 | 7 | 7 | 01:49:26 | 1 | 49 | 26 | 3 | -41.7 | 175.0 |
| 9 | 2022-06-30 04:02:57 | 31.9S | 12.9W | 56.0 | NaN | NaN | NaN | NaN | 9.100000e+10 | 0.280 | 2022-06-30 | 2022 | 2 | 6 | 30 | 04:02:57 | 4 | 2 | 57 | 3 | -31.9 | -12.9 |
Last rows
| Peak Brightness Date/Time (UT) | Latitude (deg.) | Longitude (deg.) | Altitude (km) | Velocity (km/s) | vx | vy | vz | Total Radiated Energy (J) | Calculated Total Impact Energy (kt) | date | year | quarter | month | day | time | hour | minute | second | weekday | Lat | Long | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 919 | 1994-08-15 23:16:48 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1.640000e+11 | 0.470 | 1994-08-15 | 1994 | 3 | 8 | 15 | 23:16:48 | 23 | 16 | 48 | 0 | NaN | NaN |
| 920 | 1994-06-15 00:02:26 | 45.0N | 73.5W | NaN | NaN | NaN | NaN | NaN | 4.100000e+10 | 0.140 | 1994-06-15 | 1994 | 2 | 6 | 15 | 00:02:26 | 0 | 2 | 26 | 2 | 45.0 | -73.5 |
| 921 | 1994-06-03 20:48:42 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 5.090000e+11 | 1.300 | 1994-06-03 | 1994 | 2 | 6 | 3 | 20:48:42 | 20 | 48 | 42 | 4 | NaN | NaN |
| 922 | 1994-05-29 09:30:58 | 52.8N | 2.3E | NaN | NaN | NaN | NaN | NaN | 3.840000e+11 | 1.000 | 1994-05-29 | 1994 | 2 | 5 | 29 | 09:30:58 | 9 | 30 | 58 | 6 | 52.8 | 2.3 |
| 923 | 1994-02-01 22:38:09 | 2.7N | 164.1E | NaN | NaN | NaN | NaN | NaN | 1.820000e+13 | 30.000 | 1994-02-01 | 1994 | 1 | 2 | 1 | 22:38:09 | 22 | 38 | 9 | 1 | 2.7 | 164.1 |
| 924 | 1993-11-29 17:48:41 | 26.5N | 78.3E | NaN | NaN | NaN | NaN | NaN | 2.600000e+10 | 0.092 | 1993-11-29 | 1993 | 4 | 11 | 29 | 17:48:41 | 17 | 48 | 41 | 0 | 26.5 | 78.3 |
| 925 | 1993-10-31 03:39:27 | 51.3N | 100.9W | NaN | NaN | NaN | NaN | NaN | 4.000000e+10 | 0.130 | 1993-10-31 | 1993 | 4 | 10 | 31 | 03:39:27 | 3 | 39 | 27 | 6 | 51.3 | -100.9 |
| 926 | 1991-10-04 09:22:47 | 78.7N | 6.3E | NaN | NaN | NaN | NaN | NaN | 5.500000e+11 | 1.400 | 1991-10-04 | 1991 | 4 | 10 | 4 | 09:22:47 | 9 | 22 | 47 | 4 | 78.7 | 6.3 |
| 927 | 1990-10-01 03:51:47 | 7.5N | 142.8E | NaN | NaN | NaN | NaN | NaN | 2.500000e+12 | 5.200 | 1990-10-01 | 1990 | 4 | 10 | 1 | 03:51:47 | 3 | 51 | 47 | 0 | 7.5 | 142.8 |
| 928 | 1988-04-15 03:03:10 | 4.1S | 124.3E | NaN | NaN | NaN | NaN | NaN | 7.580000e+12 | 14.000 | 1988-04-15 | 1988 | 2 | 4 | 15 | 03:03:10 | 3 | 3 | 10 | 4 | -4.1 | 124.3 |